Triple
T301470
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hanoi |
E6204
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Hanoi Medical University
Hanoi Medical University is one of Vietnam’s oldest and most prestigious medical schools, renowned for training healthcare professionals and conducting medical research.
|
E40434
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Hanoi Medical University | Statement: [Hanoi, hasUniversity, Hanoi Medical University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hanoi Medical University Context triple: [Hanoi, hasUniversity, Hanoi Medical University]
-
A.
Vietnam National University, Hanoi
Vietnam National University, Hanoi is one of Vietnam’s leading multidisciplinary public universities and a major national research and education center based in the capital city.
-
B.
Hanoi University of Science and Technology
Hanoi University of Science and Technology is a leading public technical university in Vietnam renowned for its engineering, science, and technology education and research.
-
C.
National Economics University
National Economics University is a leading Vietnamese institution of higher education specializing in economics, business, and management, located in Hanoi.
-
D.
Foreign Trade University
Foreign Trade University is a leading Vietnamese public university renowned for its programs in economics, business, and international trade, with its main campus located in Hanoi.
-
E.
Dong-A University
Dong-A University is a major private research university in Busan, South Korea, known for its comprehensive academic programs and multiple urban campuses.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Hanoi Medical University Triple: [Hanoi, hasUniversity, Hanoi Medical University]
Generated description
Hanoi Medical University is one of Vietnam’s oldest and most prestigious medical schools, renowned for training healthcare professionals and conducting medical research.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hanoi Medical University Target entity description: Hanoi Medical University is one of Vietnam’s oldest and most prestigious medical schools, renowned for training healthcare professionals and conducting medical research.
-
A.
Vietnam National University, Hanoi
Vietnam National University, Hanoi is one of Vietnam’s leading multidisciplinary public universities and a major national research and education center based in the capital city.
-
B.
Hanoi University of Science and Technology
Hanoi University of Science and Technology is a leading public technical university in Vietnam renowned for its engineering, science, and technology education and research.
-
C.
National Economics University
National Economics University is a leading Vietnamese institution of higher education specializing in economics, business, and management, located in Hanoi.
-
D.
Foreign Trade University
Foreign Trade University is a leading Vietnamese public university renowned for its programs in economics, business, and international trade, with its main campus located in Hanoi.
-
E.
Dong-A University
Dong-A University is a major private research university in Busan, South Korea, known for its comprehensive academic programs and multiple urban campuses.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69a2e79230508190b912ecb555aae17e |
completed | Feb. 28, 2026, 1:03 p.m. |
| NER | Named-entity recognition | batch_69a2e9e6a8308190b9bd15310e324504 |
completed | Feb. 28, 2026, 1:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3c4141d288190a6873cf20e360fe1 |
completed | March 1, 2026, 4:44 a.m. |
| NEDg | Description generation | batch_69a3c47e0cb081909e1b2534d47bc6b0 |
completed | March 1, 2026, 4:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3c4cbb00481909f4e3f77b74a1d33 |
completed | March 1, 2026, 4:47 a.m. |
Created at: Feb. 28, 2026, 1:06 p.m.